TY - GEN
T1 - Decision support system for peak load dispatching
AU - Jin, Liu
AU - Jilai, Yu
AU - Zhuo, Liu
PY - 2013
Y1 - 2013
N2 - According to the decision demands from peak load dispatching (PLD) in power system, we develop a decision support system (DSS) for PLD by means of computer technology. In the DSS, we design a platform of data warehouse after data pre-processing, and propose an integration support technique by applying pattern recognition, robust regression and optimal load dispatch approach on the platform. We develop a software system for the DSS to implement the entire peak load dispatch process, and achieve the above all functions automatically. The extracted useful information from large amounts of data may provide the accurate forecasting peak loads and the effective decision-making information of the peak period for the dispatchers and managers of power system. The validity of the designed system for PLD is shown by the simulation results to an actual power system in China.
AB - According to the decision demands from peak load dispatching (PLD) in power system, we develop a decision support system (DSS) for PLD by means of computer technology. In the DSS, we design a platform of data warehouse after data pre-processing, and propose an integration support technique by applying pattern recognition, robust regression and optimal load dispatch approach on the platform. We develop a software system for the DSS to implement the entire peak load dispatch process, and achieve the above all functions automatically. The extracted useful information from large amounts of data may provide the accurate forecasting peak loads and the effective decision-making information of the peak period for the dispatchers and managers of power system. The validity of the designed system for PLD is shown by the simulation results to an actual power system in China.
UR - https://www.scopus.com/pages/publications/84893499672
M3 - 会议稿件
AN - SCOPUS:84893499672
SN - 9781467355063
T3 - 2013 18th International Conference on Methods and Models in Automation and Robotics, MMAR 2013
SP - 103
EP - 108
BT - 2013 18th International Conference on Methods and Models in Automation and Robotics, MMAR 2013
T2 - 2013 18th International Conference on Methods and Models in Automation and Robotics, MMAR 2013
Y2 - 26 August 2013 through 29 August 2013
ER -